Ben Usman
9 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(6)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Models
(4)
Artificial Intelligence
(3)
Analysis
(3)
Core Methods
(3)
Generation
(3)
Processing
(3)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Keywords
unsupervised learning
(3)
image translation
(3)
image forensics
(2)
generative adversarial network
(2)
stable diffusion
(2)
domain adaptation
(1)
domain generalization
(1)
3d reconstruction
(1)
deepfake detection
(1)
variational autoencoder
(1)
semantic alignment
(1)
distribution matching
(1)
3d pose estimation
(1)
maximum mean discrepancy
(1)
image generation
(1)
normalizing flow
(1)
disentangled representation
(1)
human pose estimation
(1)
generative model
(1)
adversarial attack
(1)
Papers
A Bias-Free Training Paradigm for More General AI-generated Image Detection
CVPR 2025
FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion
CVPR 2024
Towards Practical Non-Adversarial Distribution Matching
AISTATS 2024
RIFT: Disentangled Unsupervised Image Translation via Restricted Information Flow
WACV 2023
Evaluation of Correctness in Unsupervised Many-to-Many Image Translation
WACV 2022
MetaPose: Fast 3D Pose From Multiple Views Without 3D Supervision
CVPR 2022
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment
NeurIPS 2020
Adversarial Self-Defense for Cycle-Consistent GANs
NeurIPS 2019
PuppetGAN: Cross-Domain Image Manipulation by Demonstration
ICCV 2019